Mining personalized medicine algorithms with surrogate algorithm tags. - Chih-Lin Chi; Peter J. Kos; Vincent A. Fusaro; Rimma Pivovarov; Prasad Patil; Peter J. Tonellato (IHI, 2010)

Cloud computing for comparative genomics. - Dennis P. Wall; Parul Kudtarkar; Vincent A. Fusaro; Rimma Pivovarov; Prasad Patil; Peter J. Tonellato (BMC Bioinform., 2010)

A hybrid knowledge-based and data-driven approach to identifying semantically similar concepts. - Rimma Pivovarov; Noemie Elhadad (J. Biomed. Informatics, 2012)

Using patient laboratory measurement values and dynamics to deconvolve EHR bias and define acuity-based phenotypes. - David J. Albers; Rimma Pivovarov; George Hripcsak; Noemie Elhadad (AMIA, 2013)

Improving Accuracy of Primary Care Provider Identification Using an Electronic Health Record. - Daniel Fort; Hojjat Salmasian; Gregory William Hruby; Rimma Pivovarov; David K. Vawdrey; Nancy Chang (AMIA, 2013)

Model selection for EHR laboratory variables: how physiology and the health care process can influence EHR laboratory data and their model representations. - David J. Albers; Rimma Pivovarov; Noemie Elhadad; George Hripcsak (AMIA, 2014)

Automated notification of primary care providers upon patient admission: pilot results from a randomized controlled trial. - Gregory William Hruby; Hojjat Salmasian; Rimma Pivovarov; Daniel Fort; Nancy Chang; David K. Vawdrey (AMIA, 2014)

Diagnosis code assignment: models and evaluation metrics. - Adler J. Perotte; Rimma Pivovarov; Karthik Natarajan; Nicole Gray Weiskopf; Frank D. Wood; Noemie Elhadad (J. Am. Medical Informatics Assoc., 2014)

Temporal trends of hemoglobin A1c testing. - Rimma Pivovarov; David J. Albers; George Hripcsak; Jorge L. Sepulveda; Noémie Elhadad (J. Am. Medical Informatics Assoc., 2014)

Identifying and mitigating biases in EHR laboratory tests. - Rimma Pivovarov; David J. Albers; Jorge L. Sepulveda; Noémie Elhadad (J. Biomed. Informatics, 2014)

Survival analysis with electronic health record data: Experiments with chronic kidney disease. - Yolanda Hagar; David J. Albers; Rimma Pivovarov; Herbert S. Chase; Vanja Dukic; Noémie Elhadad (Stat. Anal. Data Min., 2014)

Model Selection For EHR Laboratory Tests Preserving Healthcare Context and Underlying Physiology. - David J. Albers; Rimma Pivovarov; J. Michael Schmidt; Noemie Elhadad; George Hripcsak (AMIA, 2015)

Automated methods for the summarization of electronic health records. - Rimma Pivovarov; Noémie Elhadad (J. Am. Medical Informatics Assoc., 2015)

Learning probabilistic phenotypes from heterogeneous EHR data. - Rimma Pivovarov; Adler J. Perotte; Edouard Grave; John Angiolillo; Chris H. Wiggins 001; Noémie Elhadad (J. Biomed. Informatics, 2015)

Can Patient Record Summarization Support Quality Metric Abstraction? - Rimma Pivovarov; Yael J. Coppleson; Sharon Lipsky Gorman; David K. Vawdrey; Noémie Elhadad (AMIA, 2016)

Representativeness comparisons of nurse and computer charting of heart rate across nursing-intensity protocols. - Jorge M. Luna; Natalie Yip; Rimma Pivovarov; David K. Vawdrey (EMBC, 2016)

Improving Emergency Department Flow: Reducing Turnaround Time for Emergent CT Scans. - Rimma Perotte; Greg O. Lewin; Ujwala Tambe; Jamie B. Galorenzo; David K. Vawdrey; Olabiyi O. Akala; Jasnit S. Makkar; Dana J. Lin; Lisa Mainieri; Betty Chang (AMIA, 2018)

Engaging hospital patients in the medication reconciliation process using tablet computers. - Jennifer E. Prey; Fernanda Polubriaginof; Lisa V. Grossman; Ruth M. Masterson Creber; Demetra S. Tsapepas; Rimma Perotte; Min Qian; Susan Restaino; Suzanne Bakken; George Hripcsak; Leigh Efird; Joseph Underwood; et al. (J. Am. Medical Informatics Assoc., 2018)

Estimating summary statistics for electronic health record laboratory data for use in high-throughput phenotyping algorithms. - David J. Albers; Noémie Elhadad; Jan Claassen; Rimma Perotte; Andrew Goldstein; George Hripcsak (J. Biomed. Informatics, 2018)

Ocelot: A Modularized and Interactive Tool for Visual Understanding of Patient State. - Gabriel A. Aldana; Rohit Chaudhry; Rimma Perotte; Zachary M. Grinspan; Natalie Yip; David K. Vawdrey (AMIA, 2019)

A principled framework for phenotyping postpartum hemorrhage across multiple levels of severity. - Matthew A. Oberhardt; Alexander Friedman; Rimma Perotte; Jean-Ju Sheen; Alan Kessler; David K. Vawdrey; Robert A. Green; Mary D'Alton; Dena Goffman (AMIA, 2019)

Characterization of Electronic Health Record Documentation Shortcuts: Does the use of dotphrases increase efficiency in the Emergency Department? - Rimma Perotte; Christina Hajicharalambous; Gregory Sugalski; Joseph Underwood (AMIA, 2021)

An Informatics Infrastructure for Collecting, Quantifying, and Synthesizing Resident Education Progress. - Rimma Perotte; Paarth Raj; Joseph Underwood; Christina Hajicharalambous (AMIA, 2022)